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Apache Spark commented on SPARK-41847: -------------------------------------- User 'zhengruifeng' has created a pull request for this issue: https://github.com/apache/spark/pull/39535 > DataFrame mapfield,structlist invalid type > ------------------------------------------ > > Key: SPARK-41847 > URL: https://issues.apache.org/jira/browse/SPARK-41847 > Project: Spark > Issue Type: Sub-task > Components: Connect > Affects Versions: 3.4.0 > Reporter: Sandeep Singh > Priority: Major > > {code:java} > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/functions.py", > line 1270, in pyspark.sql.connect.functions.explode > Failed example: > eDF.select(explode(eDF.mapfield).alias("key", "value")).show() > Exception raised: > Traceback (most recent call last): > File > "/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/python3.10/doctest.py", > line 1350, in __run > exec(compile(example.source, filename, "single", > File "<doctest pyspark.sql.connect.functions.explode[3]>", line 1, in > <module> > eDF.select(explode(eDF.mapfield).alias("key", "value")).show() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 534, in show > print(self._show_string(n, truncate, vertical)) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 423, in _show_string > ).toPandas() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1031, in toPandas > return self._session.client.to_pandas(query) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 413, in to_pandas > return self._execute_and_fetch(req) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 573, in _execute_and_fetch > self._handle_error(rpc_error) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 619, in _handle_error > raise SparkConnectAnalysisException( > pyspark.sql.connect.client.SparkConnectAnalysisException: > [INVALID_COLUMN_OR_FIELD_DATA_TYPE] Column or field `mapfield` is of type > "STRUCT<a: STRING>" while it's required to be "MAP<STRING, STRING>". > Plan: {code} > {code:java} > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/functions.py", > line 1364, in pyspark.sql.connect.functions.inline > Failed example: > df.select(inline(df.structlist)).show() > Exception raised: > Traceback (most recent call last): > File > "/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/python3.10/doctest.py", > line 1350, in __run > exec(compile(example.source, filename, "single", > File "<doctest pyspark.sql.connect.functions.inline[2]>", line 1, in > <module> > df.select(inline(df.structlist)).show() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 534, in show > print(self._show_string(n, truncate, vertical)) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 423, in _show_string > ).toPandas() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1031, in toPandas > return self._session.client.to_pandas(query) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 413, in to_pandas > return self._execute_and_fetch(req) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 573, in _execute_and_fetch > self._handle_error(rpc_error) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 619, in _handle_error > raise SparkConnectAnalysisException( > pyspark.sql.connect.client.SparkConnectAnalysisException: > [INVALID_COLUMN_OR_FIELD_DATA_TYPE] Column or field `structlist`.`element` is > of type "ARRAY<BIGINT>" while it's required to be "STRUCT<a: BIGINT, b: > BIGINT>". > Plan: {code} > {code:java} > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/functions.py", > line 1411, in pyspark.sql.connect.functions.map_filter > Failed example: > df.select(map_filter( > "data", lambda _, v: v > 30.0).alias("data_filtered") > ).show(truncate=False) > Exception raised: > Traceback (most recent call last): > File > "/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/python3.10/doctest.py", > line 1350, in __run > exec(compile(example.source, filename, "single", > File "<doctest pyspark.sql.connect.functions.map_filter[1]>", line 1, > in <module> > df.select(map_filter( > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 534, in show > print(self._show_string(n, truncate, vertical)) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 423, in _show_string > ).toPandas() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1031, in toPandas > return self._session.client.to_pandas(query) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 413, in to_pandas > return self._execute_and_fetch(req) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 573, in _execute_and_fetch > self._handle_error(rpc_error) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 619, in _handle_error > raise SparkConnectAnalysisException( > pyspark.sql.connect.client.SparkConnectAnalysisException: > [DATATYPE_MISMATCH.UNEXPECTED_INPUT_TYPE] Cannot resolve "map_filter(data, > lambdafunction(`>`(y_9, 30.0), x_8, y_9))" due to data type mismatch: > Parameter 1 requires the "MAP" type, however "data" has the type "STRUCT<bar: > DOUBLE, baz: DOUBLE, foo: DOUBLE>". > Plan: 'Project [map_filter(data#3499, lambdafunction('`>`(lambda 'y_9, > 30.0), lambda 'x_8, lambda 'y_9, false)) AS data_filtered#3502] > +- Project [0#3494L AS id#3498L, 1#3495 AS data#3499] > +- LocalRelation [0#3494L, 1#3495] > ********************************************************************** > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/functions.py", > line 1453, in pyspark.sql.connect.functions.map_zip_with > Failed example: > df.select(map_zip_with( > "base", "ratio", lambda k, v1, v2: round(v1 * v2, > 2)).alias("updated_data") > ).show(truncate=False) > Exception raised: > Traceback (most recent call last): > File > "/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/python3.10/doctest.py", > line 1350, in __run > exec(compile(example.source, filename, "single", > File "<doctest pyspark.sql.connect.functions.map_zip_with[1]>", line 1, > in <module> > df.select(map_zip_with( > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 534, in show > print(self._show_string(n, truncate, vertical)) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 423, in _show_string > ).toPandas() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1031, in toPandas > return self._session.client.to_pandas(query) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 413, in to_pandas > return self._execute_and_fetch(req) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 573, in _execute_and_fetch > self._handle_error(rpc_error) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 619, in _handle_error > raise SparkConnectAnalysisException( > pyspark.sql.connect.client.SparkConnectAnalysisException: > [DATATYPE_MISMATCH.UNEXPECTED_INPUT_TYPE] Cannot resolve "map_zip_with(base, > ratio, lambdafunction(round(`*`(y_11, z_12), 2), x_10, y_11, z_12))" due to > data type mismatch: Parameter 1 requires the "MAP" type, however "base" has > the type "STRUCT<IT: DOUBLE, SALES: DOUBLE>". > Plan: 'Project [map_zip_with(base#3573, ratio#3574, > lambdafunction('round('`*`(lambda 'y_11, lambda 'z_12), 2), lambda 'x_10, > lambda 'y_11, lambda 'z_12, false)) AS updated_data#3578] > +- Project [0#3566L AS id#3572L, 1#3567 AS base#3573, 2#3568 AS > ratio#3574] > +- LocalRelation [0#3566L, 1#3567, 2#3568] {code} > {code:java} > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/functions.py", > line 1263, in pyspark.sql.connect.functions.element_at > Failed example: > df.select(element_at(df.data, lit("a"))).collect() > Exception raised: > Traceback (most recent call last): > File > "/usr/local/Cellar/python@3.10/3.10.8/Frameworks/Python.framework/Versions/3.10/lib/python3.10/doctest.py", > line 1350, in __run > exec(compile(example.source, filename, "single", > File "<doctest pyspark.sql.connect.functions.element_at[4]>", line 1, > in <module> > df.select(element_at(df.data, lit("a"))).collect() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1017, in collect > pdf = self.toPandas() > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/dataframe.py", > line 1031, in toPandas > return self._session.client.to_pandas(query) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 413, in to_pandas > return self._execute_and_fetch(req) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 573, in _execute_and_fetch > self._handle_error(rpc_error) > File > "/Users/s.singh/personal/spark-oss/python/pyspark/sql/connect/client.py", > line 619, in _handle_error > raise SparkConnectAnalysisException( > pyspark.sql.connect.client.SparkConnectAnalysisException: > [DATATYPE_MISMATCH.UNEXPECTED_INPUT_TYPE] Cannot resolve "element_at(data, > a)" due to data type mismatch: Parameter 1 requires the ("ARRAY" or "MAP") > type, however "data" has the type "STRUCT<a: DOUBLE, b: DOUBLE>". > Plan: 'Project [unresolvedalias(element_at(data#2393, a, None, false), > None)] > +- Project [0#2391 AS data#2393] > +- LocalRelation [0#2391] {code} -- This message was sent by Atlassian Jira (v8.20.10#820010) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org